Shih-Fu Chang

Yu-Gang Jiang, Jun Wang, Xiangyang Xue, Shih-Fu Chang: Query-Adaptive Image Search With Hash Codes. IEEE Transactions on Multimedia 15(2): 442-453 (2013)

Ameet Talwalkar, Lester W. Mackey, Yadong Mu, Shih-Fu Chang, Michael I. Jordan: Divide-and-Conquer Subspace Segmentation. CoRR abs/1304.5583 (2013)

Jun Wang, Sanjiv Kumar, Shih-Fu Chang: Semi-Supervised Hashing for Large-Scale Search. IEEE Trans. Pattern Anal. Mach. Intell. 34(12): 2393-2406 (2012)

Edward Y. Chang, Shih-Fu Chang, Alexander G. Hauptmann, Thomas S. Huang, Malcolm Slaney: Web-Scale Multimedia Processing and Applications [Scanning the Issue]. Proceedings of the IEEE 100(9): 2580-2583 (2012)

Wei Liu, Jun Wang, Shih-Fu Chang: Robust and Scalable Graph-Based Semisupervised Learning. Proceedings of the IEEE 100(9): 2624-2638 (2012)

Yu-Gang Jiang, Qi Dai, Jun Wang, Chong-Wah Ngo, Xiangyang Xue, Shih-Fu Chang: Fast Semantic Diffusion for Large-Scale Context-Based Image and Video Annotation. IEEE Transactions on Image Processing 21(6): 3080-3091 (2012)

Zhenguo Li, Xiao-Ming Wu, Shih-Fu Chang: Segmentation using superpixels: A bipartite graph partitioning approach. CVPR 2012: 789-796

Lixin Duan, Dong Xu, Shih-Fu Chang: Exploiting web images for event recognition in consumer videos: A multiple source domain adaptation approach. CVPR 2012: 1338-1345

Wei Liu, Jun Wang, Rongrong Ji, Yu-Gang Jiang, Shih-Fu Chang: Supervised hashing with kernels. CVPR 2012: 2074-2081

I-Hong Jhuo, Dong Liu, D. T. Lee, Shih-Fu Chang: Robust visual domain adaptation with low-rank reconstruction. CVPR 2012: 2168-2175

Felix X. Yu, Rongrong Ji, Ming-Hen Tsai, Guangnan Ye, Shih-Fu Chang: Weak attributes for large-scale image retrieval. CVPR 2012: 2949-2956

Jae-Pil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, Sung-Eui Yoon: Spherical hashing. CVPR 2012: 2957-2964

Junfeng He, Jinyuan Feng, Xianglong Liu, Tao Cheng, Tai-Hsu Lin, Hyunjin Chung, Shih-Fu Chang: Mobile product search with Bag of Hash Bits and boundary reranking. CVPR 2012: 3005-3012

Guangnan Ye, Dong Liu, I-Hong Jhuo, Shih-Fu Chang: Robust late fusion with rank minimization. CVPR 2012: 3021-3028

Yadong Mu, John Wright, Shih-Fu Chang: Accelerated Large Scale Optimization by Concomitant Hashing. ECCV (1) 2012: 414-427

Liangliang Cao, Yadong Mu, Apostol Natsev, Shih-Fu Chang, Gang Hua, John R. Smith: Scene Aligned Pooling for Complex Video Recognition. ECCV (2) 2012: 688-701

Junfeng He, Sanjiv Kumar, Shih-Fu Chang: On the Difficulty of Nearest Neighbor Search. ICML 2012

Wei Liu, Jun Wang, Yadong Mu, Sanjiv Kumar, Shih-Fu Chang: Compact Hyperplane Hashing with Bilinear Functions. ICML 2012

Xianglong Liu, Yadong Mu, Bo Lang, Shih-Fu Chang: Compact hashing for mixed image-keyword query over multi-label images. ICMR 2012: 18

Guangnan Ye, I-Hong Jhuo, Dong Liu, Yu-Gang Jiang, D. T. Lee, Shih-Fu Chang: Joint audio-visual bi-modal codewords for video event detection. ICMR 2012: 39

Liangliang Cao, Zhenguo Li, Yadong Mu, Shih-Fu Chang: Submodular video hashing: a unified framework towards video pooling and indexing. ACM Multimedia 2012: 299-308

Dong Liu, Guangnan Ye, Ching-Ting Chen, Shuicheng Yan, Shih-Fu Chang: Hybrid social media network. ACM Multimedia 2012: 659-668

Xiao-Ming Wu, Zhenguo Li, Anthony Man-Cho So, John Wright, Shih-Fu Chang: Learning with Partially Absorbing Random Walks. NIPS 2012: 3086-3094

Wei Liu, Jun Wang, Yadong Mu, Sanjiv Kumar, Shih-Fu Chang: Compact Hyperplane Hashing with Bilinear Functions. CoRR abs/1206.4618 (2012)

Mandis S. Beigi, Shih-Fu Chang, Shahram Ebadollahi, Dinesh C. Verma: Anomaly detection in information streams without prior domain knowledge. IBM Journal of Research and Development 55(5): 11 (2011)

Mazin Gilbert, Alex Acero, Jordan Cohen, Hervé Bourlard, Shih-Fu Chang, Minoru Etoh: Media Search in Mobile Devices [From the Guest Editors]. IEEE Signal Process. Mag. 28(4): 12-13 (2011)

Yu-Gang Jiang, Zhenguo Li, Shih-Fu Chang: Modeling Scene and Object Contexts for Human Action Retrieval With Few Examples. IEEE Trans. Circuits Syst. Video Techn. 21(5): 674-681 (2011)

Junfeng He, Shih-Fu Chang, Regunathan Radhakrishnan, Claus Bauer: Compact hashing with joint optimization of search accuracy and time. CVPR 2011: 753-760

Wei Liu, Yu-Gang Jiang, Jiebo Luo, Shih-Fu Chang: Noise resistant graph ranking for improved web image search. CVPR 2011: 849-856

Chen-Kuo Chiang, Chih-Hsueh Duan, Shang-Hong Lai, Shih-Fu Chang: Learning component-level sparse representation using histogram information for image classification. ICCV 2011: 1519-1526

Dong Liu, Shuicheng Yan, Yadong Mu, Xian-Sheng Hua, Shih-Fu Chang, Hong-Jiang Zhang: Towards Optimal Discriminating Order for Multiclass Classification. ICDM 2011: 388-397

Wei Liu, Jun Wang, Sanjiv Kumar, Shih-Fu Chang: Hashing with Graphs. ICML 2011: 1-8

Yu-Gang Jiang, Jun Wang, Shih-Fu Chang: Lost in binarization: query-adaptive ranking for similar image search with compact codes. ICMR 2011: 16

Yu-Gang Jiang, Guangnan Ye, Shih-Fu Chang, Daniel P. W. Ellis, Alexander C. Loui: Consumer video understanding: a benchmark database and an evaluation of human and machine performance. ICMR 2011: 29

Shih-Fu Chang: Content based multimedia retrieval: lessons learned from two decades of research. ACM Multimedia 2011: 1-2

Felix X. Yu, Rongrong Ji, Shih-Fu Chang: Active query sensing for mobile location search. ACM Multimedia 2011: 3-12

Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Yong Rui, Shih-Fu Chang, Wen Gao: Towards low bit rate mobile visual search with multiple-channel coding. ACM Multimedia 2011: 573-582

Felix X. Yu, Rongrong Ji, Tongtao Zhang, Shih-Fu Chang: A mobile location search system with active query sensing. ACM Multimedia 2011: 805-806

Junfeng He, Tai-Hsu Lin, Jinyuan Feng, Shih-Fu Chang: Mobile product search with bag of hash bits. ACM Multimedia 2011: 839-840

Yun Q. Shi, Sabu Emmanuel, Mohan S. Kankanhalli, Shih-Fu Chang, Regunathan Radhakrishnan, Fulong Ma, Li Zhao (Eds.): Transactions on Data Hiding and Multimedia Security VI. Lecture Notes in Computer Science 6730, Springer 2011, isbn 978-3-642-24555-8

Paul Sajda, Eric Pohlmeyer, Jun Wang, Lucas C. Parra, Christoforos Christoforou, Jacek Dmochowski, Barbara Hanna, Claus Bahlmann, Maneesh Kumar Singh, Shih-Fu Chang: In a Blink of an Eye and a Switch of a Transistor: Cortically Coupled Computer Vision. Proceedings of the IEEE 98(3): 462-478 (2010)

Dong Xu, Tat-Jen Cham, Shuicheng Yan, Lixin Duan, Shih-Fu Chang: Near Duplicate Identification With Spatially Aligned Pyramid Matching. IEEE Trans. Circuits Syst. Video Techn. 20(8): 1068-1079 (2010)

Yu-Feng Hsu, Shih-Fu Chang: Camera Response Functions for Image Forensics: An Automatic Algorithm for Splicing Detection. IEEE Transactions on Information Forensics and Security 5(4): 816-825 (2010)

Steven C. H. Hoi, Wei Liu, Shih-Fu Chang: Semi-supervised distance metric learning for collaborative image retrieval and clustering. TOMCCAP 6(3) (2010)

Wei Jiang, Courtenay V. Cotton, Shih-Fu Chang, Dan Ellis, Alexander C. Loui: Audio-visual atoms for generic video concept classification. TOMCCAP 6(3) (2010)

Jun Wang, Ondrej Kumar, Shih-Fu Chang: Semi-supervised hashing for scalable image retrieval. CVPR 2010: 3424-3431

Xinting Gao, Tian-Tsong Ng, Bo Qiu, Shih-Fu Chang: Single-view recaptured image detection based on physics-based features. ICME 2010: 1469-1474

Wei Liu, Junfeng He, Shih-Fu Chang: Large Graph Construction for Scalable Semi-Supervised Learning. ICML 2010: 679-686

Jun Wang, Sanjiv Kumar, Shih-Fu Chang: Sequential Projection Learning for Hashing with Compact Codes. ICML 2010: 1127-1134

Junfeng He, Wei Liu, Shih-Fu Chang: Scalable similarity search with optimized kernel hashing. KDD 2010: 1129-1138

Yu-Gang Jiang, Xiaohong Zeng, Guangnan Ye, Dan Ellis, Shih-Fu Chang, Subhabrata Bhattacharya, Mubarak Shah: Columbia-UCF TRECVID2010 Multimedia Event Detection: Combining Multiple Modalities, Contextual Concepts, and Temporal Matching. TRECVID 2010

Paul Sajda, Eric Pohlmeyer, Jun Wang, Barbara Hanna, Lucas C. Parra, Shih-Fu Chang: Cortically-Coupled Computer Vision. Brain-Computer Interfaces 2010: 133-148

Alberto Del Bimbo, Shih-Fu Chang, Arnold W. M. Smeulders (Eds.): Proceedings of the 18th International Conference on Multimedia 2010, Firenze, Italy, October 25-29, 2010. ACM 2010, isbn 978-1-60558-933-6

Jun Wang, Xiaobo Zhou, Fuhai Li, Pamela Bradley, Shih-Fu Chang, Norbert Perrimon, Stephen T. C. Wong: An image score inference system for RNAi genome-wide screening based on fuzzy mixture regression modeling. Journal of Biomedical Informatics 42(1): 32-40 (2009)

Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang, Shih-Fu Chang: Enhancing Bilinear Subspace Learning by Element Rearrangement. IEEE Trans. Pattern Anal. Mach. Intell. 31(10): 1913-1920 (2009)

Wei Liu, Shih-Fu Chang: Robust multi-class transductive learning with graphs. CVPR 2009: 381-388

Jun Wang, Yu-Gang Jiang, Shih-Fu Chang: Label diagnosis through self tuning forweb image search. CVPR 2009: 1390-1397

Wei Jiang, Lexing Xie, Shih-Fu Chang: Visual saliency with side information. ICASSP 2009: 1765-1768

Yu-Gang Jiang, Jun Wang, Shih-Fu Chang, Chong-Wah Ngo: Domain adaptive semantic diffusion for large scale context-based video annotation. ICCV 2009: 1420-1427

Mandis Beigi, Shih-Fu Chang, Shahram Ebadollahi, Dinesh C. Verma: Muti-scale temporal segmentation and outlier detection in sensor networks. ICME 2009: 306-309

Tony Jebara, Jun Wang, Shih-Fu Chang: Graph construction and b-matching for semi-supervised learning. ICML 2009: 56

Wei Jiang, Courtenay V. Cotton, Shih-Fu Chang, Dan Ellis, Alexander C. Loui: Short-term audio-visual atoms for generic video concept classification. ACM Multimedia 2009: 5-14

Yu-Gang Jiang, Chong-Wah Ngo, Shih-Fu Chang: Semantic context transfer across heterogeneous sources for domain adaptive video search. ACM Multimedia 2009: 155-164

Berna Erol, Jiebo Luo, Shih-Fu Chang, Minoru Etoh, Hsiao-Wuen Hon, Qian Lin, Vidya Setlur: Mobile media search: has media search finally found its perfect platform? part II. ACM Multimedia 2009: 911-912

Jun Wang, Eric Pohlmeyer, Barbara Hanna, Yu-Gang Jiang, Paul Sajda, Shih-Fu Chang: Brain state decoding for rapid image retrieval. ACM Multimedia 2009: 945-954

Dong Xu, Shih-Fu Chang: Video Event Recognition Using Kernel Methods with Multilevel Temporal Alignment. IEEE Trans. Pattern Anal. Mach. Intell. 30(11): 1985-1997 (2008)

Shih-Fu Chang, Jiebo Luo, Stephen J. Maybank, Dan Schonfeld, Dong Xu: An Introduction to the Special Issue on Event Analysis in Videos. IEEE Trans. Circuits Syst. Video Techn. 18(11): 1469-1472 (2008)

Wei Liu, Wei Jiang, Shih-Fu Chang: Relevance aggregation projections for image retrieval. CIVR 2008: 119-126

Eric Zavesky, Shih-Fu Chang: Columbia University's semantic video search engine 2008. CIVR 2008: 545-546

Eric Zavesky, Shih-Fu Chang, Cheng-Chih Yang: Visual islands: intuitive browsing of visual search results. CIVR 2008: 617-626

Aidong Zhang, Shih-Fu Chang, Arif Ghafoor, Thomas S. Huang, Ramesh Jain, Rainer Lienhart: Future directions in multimedia retrieval: : impact of new technology. CIVR 2008: 663-664

Junfeng He, Shih-Fu Chang, Lexing Xie: Fast kernel learning for spatial pyramid matching. CVPR 2008

Steven C. H. Hoi, Wei Liu, Shih-Fu Chang: Semi-supervised distance metric learning for Collaborative Image Retrieval. CVPR 2008

Jun Wang, Shih-Fu Chang, Xiaobo Zhou, Stephen T. C. Wong: Active microscopic cellular image annotation by superposable graph transduction with imbalanced labels. CVPR 2008

Dong Xu, Tat-Jen Cham, Shuicheng Yan, Shih-Fu Chang: Near duplicate image identification with patially Aligned Pyramid Matching. CVPR 2008

Wei Jiang, Shih-Fu Chang, Tony Jebara, Alexander C. Loui: Semantic Concept Classification by Joint Semi-supervised Learning of Feature Subspaces and Support Vector Machines. ECCV (4) 2008: 270-283

Wei Jiang, Eric Zavesky, Shih-Fu Chang, Alexander C. Loui: Cross-domain learning methods for high-level visual concept classification. ICIP 2008: 161-164

Jun Wang, Tony Jebara, Shih-Fu Chang: Graph transduction via alternating minimization. ICML 2008: 1144-1151

Eric Zavesky, Shih-Fu Chang: CuZero: embracing the frontier of interactive visual search for informed users. Multimedia Information Retrieval 2008: 237-244

Xi Zhou, Xiaodan Zhuang, Shuicheng Yan, Shih-Fu Chang, Mark Hasegawa-Johnson, Thomas S. Huang: SIFT-Bag kernel for video event analysis. ACM Multimedia 2008: 229-238

Lyndon S. Kennedy, Shih-Fu Chang: Internet image archaeology: automatically tracing the manipulation history of photographs on the web. ACM Multimedia 2008: 349-358

Shih-Fu Chang, Junfeng He, Yu-Gang Jiang, Akira Yanagawa, Eric Zavesky, Elie Khoury, Chong-Wah Ngo: Columbia University/VIREO-CityU/IRIT TRECVID2008 High-Level Feature Extraction and Interactive Video Search. TRECVID 2008

Winston H. Hsu, Lyndon S. Kennedy, Shih-Fu Chang: Reranking Methods for Visual Search. IEEE MultiMedia 14(3): 14-22 (2007)

Ana B. Benitez, Di Zhong, Shih-Fu Chang: Enabling MPEG-7 structural and semantic descriptions in retrieval applications. JASIST 58(9): 1377-1380 (2007)

Yong Wang, Jae-Gon Kim, Shih-Fu Chang, Hyung-Myung Kim: Utility-Based Video Adaptation for Universal Multimedia Access (UMA) and Content-Based Utility Function Prediction for Real-Time Video Transcoding. IEEE Transactions on Multimedia 9(2): 213-220 (2007)

Lyndon S. Kennedy, Shih-Fu Chang: A reranking approach for context-based concept fusion in video indexing and retrieval. CIVR 2007: 333-340

Shih-Fu Chang, Lyndon S. Kennedy, Eric Zavesky: Columbia University's semantic video search engine. CIVR 2007: 643

Wei Jiang, Shih-Fu Chang, Alexander C. Loui: Kernel Sharing With Joint Boosting For Multi-Class Concept Detection. CVPR 2007

Tian-Tsong Ng, Shih-Fu Chang, Mao-Pei Tsui: Using Geometry Invariants for Camera Response Function Estimation. CVPR 2007

Dong Xu, Shih-Fu Chang: Visual Event Recognition in News Video using Kernel Methods with Multi-Level Temporal Alignment. CVPR 2007

Shuicheng Yan, Dong Xu, Stephen Lin, Thomas S. Huang, Shih-Fu Chang: Element Rearrangement for Tensor-Based Subspace Learning. CVPR 2007

Wei Jiang, Shih-Fu Chang, Alexander C. Loui: Context-Based Concept Fusion with Boosted Conditional Random Fields. ICASSP (1) 2007: 949-952

Yu-Feng Hsu, Shih-Fu Chang: Image Splicing Detection using Camera Response Function Consistency and Automatic Segmentation. ICME 2007: 28-31

Jun Wang, Xiaobo Zhou, Ju Lu, Jeff Lichtman, Shih-Fu Chang, Stephen T. C. Wong: Dynamic Local Tracing for 3d Axon Curvilinear Structure Detection from Microscopic Image Stack. ISBI 2007: 81-84

Shih-Fu Chang: Blind Passive Media Forensics: Motivation and Opportunity. MCAM 2007: 57-59

Jia Li, Shih-Fu Chang, Michael Lesk, Rainer Lienhart, Jiebo Luo, Arnold W. M. Smeulders: New challenges in multimedia research for the increasingly connected and fast growing digital society. Multimedia Information Retrieval 2007: 3-10

Alexander C. Loui, Jiebo Luo, Shih-Fu Chang, Dan Ellis, Wei Jiang, Lyndon S. Kennedy, Keansub Lee, Akira Yanagawa: Kodak's consumer video benchmark data set: concept definition and annotation. Multimedia Information Retrieval 2007: 245-254

Shih-Fu Chang, Dan Ellis, Wei Jiang, Keansub Lee, Akira Yanagawa, Alexander C. Loui, Jiebo Luo: Large-scale multimodal semantic concept detection for consumer video. Multimedia Information Retrieval 2007: 255-264

Winston H. Hsu, Lyndon S. Kennedy, Shih-Fu Chang: Video search reranking through random walk over document-level context graph. ACM Multimedia 2007: 971-980

Shih-Fu Chang, Wei Jiang, Akira Yanagawa, Eric Zavesky: Columbia University TRECVID 2007 High-Level Feature Extraction. TRECVID 2007

Shih-Fu Chang: Recent Advances and Open Issues of Digital Image/Video Search. WIAMIS 2007

Milind R. Naphade, John R. Smith, Jelena Tesic, Shih-Fu Chang, Winston H. Hsu, Lyndon S. Kennedy, Alexander G. Hauptmann, Jon Curtis: Large-Scale Concept Ontology for Multimedia. IEEE MultiMedia 13(3): 86-91 (2006)

Kurato Maeno, Qibin Sun, Shih-Fu Chang, Masayuki Suto: New semi-fragile image authentication watermarking techniques using random bias and nonuniform quantization. IEEE Transactions on Multimedia 8(1): 32-45 (2006)

Shahram Ebadollahi, Lexing Xie, Andres Abreu, Mark Podlaseck, Shih-Fu Chang, John R. Smith: Exploring the Dynamics of Visual Events in the Multi-dimensional Semantic Concept Space. CIVR 2006: 503-505

DongQing Zhang, Shih-Fu Chang: A Generative-Discriminative Hybrid Method for Multi-View Object Detection. CVPR (2) 2006: 2017-2024

Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu: Modeling the Activity Pattern of the Constellation of Cardiac Chambers in Echocardiogram Videos. CVAMIA 2006: 202-213

Winston H. Hsu, Shih-Fu Chang: Topic Tracking Across Broadcast News Videos with Visual Duplicates and Semantic Concepts. ICIP 2006: 141-144

Wei Jiang, Shih-Fu Chang, Alexander C. Loui: Active Context-Based Concept Fusionwith Partial User Labels. ICIP 2006: 2917-2920

Lexing Xie, Shih-Fu Chang: Pattern Mining in Visual Concept Streams. ICME 2006: 297-300

Yu-Feng Hsu, Shih-Fu Chang: Detecting Image Splicing using Geometry Invariants and Camera Characteristics Consistency. ICME 2006: 549-552

Shahram Ebadollahi, Lexing Xie, Shih-Fu Chang, John R. Smith: Visual Event Detection using Multi-Dimensional Concept Dynamics. ICME 2006: 881-884

Lyndon S. Kennedy, Shih-Fu Chang, Igor Kozintsev: To search or to label?: predicting the performance of search-based automatic image classifiers. Multimedia Information Retrieval 2006: 249-258

Winston H. Hsu, Lyndon S. Kennedy, Shih-Fu Chang: Video search reranking via information bottleneck principle. ACM Multimedia 2006: 35-44

Shahram Ebadollahi, Anni Coden, Michael A. Tanenblatt, Shih-Fu Chang, Tanveer Fathima Syeda-Mahmood, Arnon Amir: Concept-based electronic health records: opportunities and challenges. ACM Multimedia 2006: 997-1006

Qibin Sun, Shuiming Ye, Ching-Yung Lin, Shih-Fu Chang: A Crypto Signature Scheme For Image Authentication Over Wireless Channel. Int. J. Image Graphics 5(1): 135-148 (2005)

Yong Wang, Mihaela van der Schaar, Shih-Fu Chang, Alexander C. Loui: Classification-based multidimensional adaptation prediction for scalable video coding using subjective quality evaluation. IEEE Trans. Circuits Syst. Video Techn. 15(10): 1270-1279 (2005)

Qibin Sun, Shih-Fu Chang: A secure and robust digital signature scheme for JPEG2000 image authentication. IEEE Transactions on Multimedia 7(3): 480-494 (2005)

Qibin Sun, Shih-Fu Chang: A Robust and Secure Media Signature Scheme for JPEG Images. VLSI Signal Processing 41(3): 305-317 (2005)

Winston H. Hsu, Shih-Fu Chang: Visual Cue Cluster Construction via Information Bottleneck Principle and Kernel Density Estimation. CIVR 2005: 82-91

Tian-Tsong Ng, Shih-Fu Chang, Jessie Hsu, Lexing Xie, Mao-Pei Tsui: Physics-motivated features for distinguishing photographic images and computer graphics. ACM Multimedia 2005: 239-248

Lyndon S. Kennedy, Apostol Natsev, Shih-Fu Chang: Automatic discovery of query-class-dependent models for multimodal search. ACM Multimedia 2005: 882-891

Chuohao Yeo, Yongwei Zhu, Qibin Sun, Shih-Fu Chang: A Framework for Sub-Window Shot Detection. MMM 2005: 84-91

Ying Li, John R. Smith, Tong Zhang, Shih-Fu Chang: Multimedia database management systems. J. Visual Communication and Image Representation 15(3): 261-264 (2004)

Di Zhong, Shih-Fu Chang: Real-time view recognition and event detection for sports video. J. Visual Communication and Image Representation 15(3): 330-347 (2004)

Lexing Xie, Peng Xu, Shih-Fu Chang, Ajay Divakaran, Huifang Sun: Structure analysis of soccer video with domain knowledge and hidden Markov models. Pattern Recognition Letters 25(7): 767-775 (2004)

Shih-Fu Chang: Pattern Mining in Large-Scale Image and Video Sources p. CIVR 2004: 1

Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu: Automatic View Recognition in Echocardiogram Videos Using Parts-Based Representation. CVPR (2) 2004: 2-9

Tian-Tsong Ng, Shih-Fu Chang: A model for image splicing. ICIP 2004: 1169-1172

Ajay Divakaran, Kadir A. Peker, Shih-Fu Chang, Regunathan Radhakrishnan, Lexing Xie: Video mining: pattern discovery versus pattern recognition. ICIP 2004: 2379-2382

Lexing Xie, Lyndon S. Kennedy, Shih-Fu Chang, Ajay Divakaran, Huifang Sun, Ching-Yung Lin: Discovering meaningful multimedia patterns with audio-visual concepts and associated text. ICIP 2004: 2383-2386

DongQing Zhang, Ching-Yung Lin, Shih-Fu Chang, John R. Smith: Semantic video clustering across sources using bipartite spectral clustering. ICME 2004: 117-120

Cheng-Yu Wei, Nevenka Dimitrova, Shih-Fu Chang: Color-mood analysis of films based on syntactic and psychological models. ICME 2004: 831-834

Winston H. Hsu, Shih-Fu Chang: Generative, discriminative, and ensemble learning on multi-modal perceptual fusion toward news video story segmentation. ICME 2004: 1091-1094

Ryoma Oami, Ana B. Benitez, Shih-Fu Chang, Nevenka Dimitrova: Understanding and modeling user interests in consumer videos. ICME 2004: 1475-1478

Yong Wang, Shih-Fu Chang, Alexander C. Loui: Subjective preference of spatio-temporal rate in video adaptation using multi-dimensional scalable coding. ICME 2004: 1719-1722

Qibin Sun, Shuiming Ye, Ching-Yung Lin, Shih-Fu Chang: A crypto signature scheme for image authentication over wireless channel. ICME 2004: 1931-1934

Tian-Tsong Ng, Shih-Fu Chang, Qibin Sun: Blind detection of photomontage using higher order statistics. ISCAS (5) 2004: 688-691

Tat-Seng Chua, Shih-Fu Chang, Lekha Chaisorn, Winston H. Hsu: Story boundary detection in large broadcast news video archives: techniques, experience and trends. ACM Multimedia 2004: 656-659

DongQing Zhang, Shih-Fu Chang: Detecting image near-duplicate by stochastic attributed relational graph matching with learning. ACM Multimedia 2004: 877-884

Winston H. Hsu, Shih-Fu Chang, Chih-Wei Huang, Lyndon S. Kennedy, Ching-Yung Lin, Giridharan Iyengar: Discovery and fusion of salient multimodal features toward news story segmentation. Storage and Retrieval Methods and Applications for Multimedia 2004: 244-258

Hualu Wang, Ajay Divakaran, Anthony Vetro, Shih-Fu Chang, Huifang Sun: Survey of compressed-domain features used in audio-visual indexing and analysis. J. Visual Communication and Image Representation 14(2): 150-183 (2003)

Fernando Pereira, Ian S. Burnett, Shih-Fu Chang: Special issue on multimedia adaptation. Sig. Proc.: Image Comm. 18(8): 597-599 (2003)

DongQing Zhang, Shih-Fu Chang: A Bayesian Framework for Fusing Multiple Word Knowledge Models in Videotext Recognition. CVPR (2) 2003: 528-533

Shih-Fu Chang: Content-based video summarization and adaptation for ubiquitous media access. ICIAP 2003: 494-496

Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Huifang Sun: Feature selection for unsupervised discovery of statistical temporal structures in video. ICIP (1) 2003: 29-32

Yong Wang, Jae-Gon Kim, Shih-Fu Chang: Content-based utility function prediction for real-time MPEG-4 video transcoding. ICIP (1) 2003: 189-192

Ana B. Benitez, Shih-Fu Chang: Image classification using multimedia knowledge networks. ICIP (3) 2003: 613-616

Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Huifang Sun: Unsupervised discovery of multilevel statistical video structures using hierarchical hidden Markov models. ICME 2003: 29-32

Jae-Gon Kim, Yong Wang, Shih-Fu Chang: Content-adaptive utility-based video adaptation. ICME 2003: 281-284

Winston H. Hsu, Shih-Fu Chang: A statistical framework for fusing mid-level perceptual features in news story segmentation. ICME 2003: 413-416

Shih-Fu Chang: Mining spatio-temporal patterns and knowledge structures in multimedia collection. MMDB 2003: 1

Shih-Fu Chang: The Holy Grail of Content-Based. IEEE MultiMedia 9(2): 6-10 (2002)

Fernando Pereira, Ian S. Burnett, Shih-Fu Chang: Special issue on multimedia adaptation. Sig. Proc.: Image Comm. 17(4): 361-362 (2002)

Hari Sundaram, Shih-Fu Chang: Computable scenes and structures in films. IEEE Transactions on Multimedia 4(4): 482-491 (2002)

Qibin Sun, Qi Tian, Shih-Fu Chang: A robust and secure media signature scheme for JPEG images. IEEE Workshop on Multimedia Signal Processing 2002: 296-299

Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Huifang Sun: Structure analysis of soccer video with hidden Markov models. ICASSP 2002: 4096-4099

Hari Sundaram, Shih-Fu Chang: Video skims: taxonomies and an optimal generation framework. ICIP (2) 2002: 21-24

DongQing Zhang, Raj Kumar Rajendran, Shih-Fu Chang: General and domain-specific techniques for detecting and recognizing superimposed text in video. ICIP (1) 2002: 593-596

Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu: Echocardiogram videos: summarization, temporal segmentation and browsing. ICIP (1) 2002: 613-616

Qibin Sun, Shih-Fu Chang: Semi-fragile image authentication using generic wavelet domain features and ECC. ICIP (2) 2002: 901-904

Qibin Sun, Shih-Fu Chang, Kurato Maeno, Masayuki Suto: A quantitative semi-fragile JPEG2000 image authentication system. ICIP (2) 2002: 921-924

Ana B. Benitez, Shih-Fu Chang: Perceptual knowledge construction from annotated image collections. ICME (1) 2002: 189-192

Ana B. Benitez, Shih-Fu Chang: Semantic knowledge construction from annotated image collections. ICME (2) 2002: 205-208

Raj Kumar Rajendran, Mihaela van der Schaar, Shih-Fu Chang: FGS+: optimizing the joint SNR-temporal video quality in MPEG-4 fine grained scalable coding. ISCAS (1) 2002: 445-448

Ana B. Benitez, Shih-Fu Chang: Multimedia Knowledge Integration, Summarization And Evaluation. MDM/KDD 2002: 39-50

Hari Sundaram, Lexing Xie, Shih-Fu Chang: A utility framework for the automatic generation of audio-visual skims. ACM Multimedia 2002: 189-198

DongQing Zhang, Shih-Fu Chang: Event detection in baseball video using superimposed caption recognition. ACM Multimedia 2002: 315-318

Alejandro Jaimes, Shih-Fu Chang, Alexander C. Loui: Duplicate detection in consumer photography and news video. ACM Multimedia 2002: 423-424

Alejandro Jaimes, Shih-Fu Chang: Learning Structured Visual Detectors from User Input at Multiple Levels. Int. J. Image Graphics 1(3): 415-444 (2001)

Corinne Jörgensen, Alejandro Jaimes, Ana B. Benitez, Shih-Fu Chang: A conceptual framework and empirical research for classifying visual descriptors. JASIST 52(11): 938-947 (2001)

Ching-Yung Lin, Shih-Fu Chang: A robust image authentication method distinguishing JPEG compression from malicious manipulation. IEEE Trans. Circuits Syst. Video Techn. 11(2): 153-168 (2001)

Shih-Fu Chang, Atul Puri, Thomas Sikora, HongJiang Zhang: Introduction to the special issue on MPEG-7. IEEE Trans. Circuits Syst. Video Techn. 11(6): 685-687 (2001)

Shih-Fu Chang, Thomas Sikora, Atul Puri: Overview of the MPEG-7 standard. IEEE Trans. Circuits Syst. Video Techn. 11(6): 688-695 (2001)

Ana B. Benitez, Di Zhong, Shih-Fu Chang, John R. Smith: MPEG-7 MDS Content Description Tools and Applications. CAIP 2001: 41-52

Di Zhong, Shih-Fu Chang: Long-term moving object segmentation and tracking using spatio-temporal consistency. ICIP (2) 2001: 57-60

William Chen, Shih-Fu Chang: VISMap: an interactive image/video retrieval system using visualization and concept maps. ICIP (3) 2001: 588-591

Ching-Yung Lin, Shih-Fu Chang: Zero-error information hiding capacity of digital images. ICIP (3) 2001: 1007-1010

Hari Sundaram, Shih-Fu Chang: Condensing Computable Scenes Using Visual Complexity And Film Syntax Analysis. ICME 2001

Peng Xu, Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Anthony Vetro, Huifang Sun: Algorithms And System For Segmentation And Structure Analysis In Soccer Video. ICME 2001

Di Zhong, Shih-Fu Chang: Structure Analysis of Sports Video Using Domain Models. ICME 2001

Ching-Yung Lin, Shih-Fu Chang: Watermarking Capacity of Digital Images Based on Domain-Specific Masking Effects. ITCC 2001: 90-94

Kathleen McKeown, Shih-Fu Chang, James J. Cimino, Steven Feiner, Carol Friedman, Luis Gravano, Vasileios Hatzivassiloglou, Steven Johnson, Desmond A. Jordan, Judith Klavans, André Kushniruk, Vimla L. Patel, Simone Teufel: PERSIVAL, a system for personalized search and summarization over multimedia healthcare information. JCDL 2001: 331-340

Shahram Ebadollahi, Shih-Fu Chang: View segmentation and static/dynamic summary generation for echocardiogram videos. JCDL 2001: 456

Di Zhong, Raj Kumar, Shih-Fu Chang: Real-time personalized sports video filtering and summarization. ACM Multimedia 2001: 623-625

Ching-Yung Lin, Shih-Fu Chang: SARI: self-authentication-and-recovery image watermarking system. ACM Multimedia 2001: 628-629

Ana B. Benitez, Shih-Fu Chang, John R. Smith: IMKA: a multimedia organization system combining perceptual and semantic knowledge. ACM Multimedia 2001: 630-631

Heung-Yeung Shum, Mark Liao, Shih-Fu Chang (Eds.): Advances in Multimedia Information Processing - PCM 2001, Second IEEE Pacific Rim Conference on Multimedia, Bejing, China, October 24-26, 2001, Proceedings. Lecture Notes in Computer Science 2195, Springer 2001, isbn 3-540-42680-9

Gustavo de los Reyes, Amy R. Reibman, Shih-Fu Chang, Justin C.-I. Chuang: Error-resilient transcoding for video over wireless channels. IEEE Journal on Selected Areas in Communications 18(6): 1063-1074 (2000)

Ana B. Benitez, Seungyup Paek, Shih-Fu Chang, Atul Puri, Qian Huang, John R. Smith, Chung-Sheng Li, Lawrence D. Bergman, Charles N. Judice: Object-based multimedia content description schemes and applications for MPEG-7. Sig. Proc.: Image Comm. 16(1-2): 235-269 (2000)

Shih-Fu Chang, Alexandros Eleftheriadis, Dimitris Anastassiou, Stephen Jacobs, Javier Zamora: A practical methodology for guaranteeing quality of service for video-on-demand. IEEE Trans. Circuits Syst. Video Techn. 10(1): 166-178 (2000)

Seungyup Paek, Shih-Fu Chang: Video-server retrieval scheduling and resource reservation for variable bit rate scalable video. IEEE Trans. Circuits Syst. Video Techn. 10(3): 460-474 (2000)

Seungyup Paek, Shih-Fu Chang: Experiments in Constructing Belief Networks for Image Classification Systems. ICIP 2000: 46-49

Alejandro Jaimes, Ana B. Benitez, Shih-Fu Chang, Alexander C. Loui: Discovering Recurrent Visual Semantics in Consumer Photographs. ICIP 2000: 528-531

Shih-Fu Chang, Hari Sundaram: Structural and Semantic Analysis of Video. IEEE International Conference on Multimedia and Expo (II) 2000: 687-

Raj Kumar Rajendran, Shih-Fu Chang: Image Retrieval with Sketches and Compositions. IEEE International Conference on Multimedia and Expo (II) 2000: 717-

Seungyup Paek, Shih-Fu Chang: A Knowledge Engineering Approach for Image Classification based on Probabilistic Reasoning Systems. IEEE International Conference on Multimedia and Expo (II) 2000: 1133-1136

Hari Sundaram, Shih-Fu Chang: Video Scene Segmentation using Video and Audio Features. IEEE International Conference on Multimedia and Expo (II) 2000: 1145-1148

William Chen, Shih-Fu Chang: Generating Semantic Visual Templates for Video Databases. IEEE International Conference on Multimedia and Expo (III) 2000: 1337-1340

Hari Sundaram, Shih-Fu Chang: Determining computable scenes in films and their structures using audio-visual memory models. ACM Multimedia 2000: 95-104

Alejandro Jaimes, Shih-Fu Chang: Automatic selection of visual features and classifiers. Storage and Retrieval for Media Databases 2000: 346-358

William Chen, Shih-Fu Chang: Motion trajectory matching of video objects. Storage and Retrieval for Media Databases 2000: 544-553

Shahram Ghandeharizadeh, Shih-Fu Chang, Stephen Fischer, Joseph A. Konstan, Klara Nahrstedt (Eds.): Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30 - November 3, 2000. ACM 2000, isbn 1-58113-198-4

Shahram Ghandeharizadeh, Shih-Fu Chang, Stephen Fischer, Joseph A. Konstan, Klara Nahrstedt (Eds.): Proceedings of the ACM Multimedia 2000 Workshops, Los Angeles, CA, USA, October 30 - November 3, 2000. ACM Press 2000, isbn 1-58113-311-1

Alberto Del Bimbo, Vittorio Castelli, Shih-Fu Chang, Chung-Sheng Li: GUEST EDITORS' INTRODUCTION: Content-Based Access of Image and Video Libraries. Computer Vision and Image Understanding 75(1-2): 1-2 (1999)

John R. Smith, Shih-Fu Chang: Integrated Spatial and Feature Image Query. Multimedia Syst. 7(2): 129-140 (1999)

Shih-Fu Chang, HongJiang Zhang: Editorial: Content-Processing for Video Browsing, Retrieval, and Editing. Multimedia Syst. 7(4): 255 (1999)

Horace J. Meng, Di Zhong, Shih-Fu Chang: Searching and Editing MPEG-Compressed Video in a Distributed Online Environment. Multimedia Syst. 7(4): 282-293 (1999)

Fernando Pereira, Shih-Fu Chang, Rob Koenen, Atul Puri, Olivier Avaro: Introduction to the special issue on object-based video coding and description. IEEE Trans. Circuits Syst. Video Techn. 9(8): 1144-1146 (1999)

Di Zhong, Shih-Fu Chang: An integrated approach for content-based video object segmentation and retrieval. IEEE Trans. Circuits Syst. Video Techn. 9(8): 1259-1268 (1999)

Di Zhong, Shih-Fu Chang: Region Feature Based Similarity Searching of Semantic Video Objects. ICIP (2) 1999: 111-115

Shih-Fu Chang, Gwendal Auffret, Jonathan Foote, Chung-Sheng Li, Behzad Shahraray, Tanveer Fathima Syeda-Mahmood, HongJiang Zhang: Multimedia access and retrieval: the state of the art and future directions (panel session). ACM Multimedia (1) 1999: 443-445

Seungyup Paek, Shih-Fu Chang: High Performance Digital Video Servers: Storage and Retrieval of Compressed Scalable Video. Advances in Computers 47: 293-340 (1998)

Kathleen McKeown, Steven Feiner, Mukesh Dalal, Shih-Fu Chang: Generating Multimedia Briefings: Coordinating Language and Illustration. Artif. Intell. 103(1-2): 95-116 (1998)

Ana B. Benitez, Mandis Beigi, Shih-Fu Chang: Using Relevance Feedback in Content-Based Image Metasearch. IEEE Internet Computing 2(4): 59-69 (1998)

Shih-Fu Chang, Luis Gravano, Gail E. Kaiser, Kenneth A. Ross, Salvatore J. Stolfo: Database Research at Columbia University. SIGMOD Record 27(3): 75-80 (1998)

Shih-Fu Chang, William Chen, Horace J. Meng, Hari Sundaram, Di Zhong: A fully automated content-based video search engine supporting spatiotemporal queries. IEEE Trans. Circuits Syst. Video Techn. 8(5): 602-615 (1998)

Gustavo de los Reyes, Amy R. Reibman, Justin C.-I. Chuang, Shih-Fu Chang: Video Transcoding for Resilience in Wireless Channels. ICIP (1) 1998: 338-342

Jianhao Meng, Shih-Fu Chang: Embedding Visible Video Watermarks in the Compressed Domain. ICIP (1) 1998: 474-477

Shih-Fu Chang, William Chen, Hari Sundaram: Semantic Visual Templates: Linking Visual Features to Semantics. ICIP (3) 1998: 531-535

Di Zhong, Shih-Fu Chang: AMOS: An Active System for MPEG-4 Video Object Segmentation. ICIP (2) 1998: 647-651

Mandis Beigi, Ana B. Benitez, Shih-Fu Chang: MetaSEEk: A Content-Based Metasearch Engine for Images. Storage and Retrieval for Image and Video Databases (SPIE) 1998: 118-128

Ching-Yung Lin, Shih-Fu Chang: Robust Image Authentication Method Surviving JPEG Lossy Compression. Storage and Retrieval for Image and Video Databases (SPIE) 1998: 296-307

Shih-Fu Chang, John R. Smith, Mandis Beigi, Ana B. Benitez: Visual Information Retrieval from Large Distributed Online Repositories. Commun. ACM 40(12): 63-71 (1997)

Shih-Fu Chang, John R. Smith, Horace J. Meng, Hualu Wang, Di Zhong: Finding Images/Video in Large Archives: Columbia's Content-Based Visual Query Project. D-Lib Magazine 3(2) (1997)

John R. Smith, Shih-Fu Chang: Visually Searching the Web for Content. IEEE MultiMedia 4(3): 12-20 (1997)

Alfred V. Aho, Shih-Fu Chang, Kathleen McKeown, Dragomir R. Radev, John R. Smith, Kazi A. Zaman: Columbia Digital News Project: An Environment for Briefing and Search over Multimedia Information. Int. J. on Digital Libraries 1(4): 377-385 (1997)

Shih-Fu Chang, Dimitris Anastassiou, Alexandros Eleftheriadis, John V. Pavlik: Guest Editorial. Multimedia Tools Appl. 5(2): 115-118 (1997)

Hari Kalva, Shih-Fu Chang, Alexandros Eleftheriadis: DAVIC and Interoperability Experiments. Multimedia Tools Appl. 5(2): 119-132 (1997)

Shih-Fu Chang, Alexandros Eleftheriadis, Dimitris Anastassiou, Stephen Jacobs, Hari Kalva, Javier Zamora: Columbia's VoD and Multimedia Research Testbed with Heterogeneous Network Support. Multimedia Tools Appl. 5(2): 171-184 (1997)

Hualu Wang, Shih-Fu Chang: A highly efficient system for automatic face region detection in MPEG video. IEEE Trans. Circuits Syst. Video Techn. 7(4): 615-628 (1997)

Alfred V. Aho, Shih-Fu Chang, Kathleen McKeown, Dragomir R. Radev, John R. Smith, Kazi A. Zaman: Columbia Digital News System An Environment for Briefing and Search over Multimedia Information. ADL 1997: 82-94

Shih-Fu Chang, John R. Smith, Horace J. Meng: Exploring Image Functionalities in WWW Applications- Development of Image/Video Search and Editing Engines. ICIP (3) 1997: 1-4

Di Zhong, Shih-Fu Chang: Spatio-Temporal Video Search Using the Object-Based Video Representation. ICIP (1) 1997: 21-24

John R. Smith, Shih-Fu Chang: Joint adaptive space and frequency basis selection. ICIP (3) 1997: 702-705

Shih-Fu Chang, William Chen, Horace J. Meng, Hari Sundaram, Di Zhong: VideoQ: An Automated Content Based Video Search System Using Visual Cues. ACM Multimedia 1997: 313-324

John R. Smith, Shih-Fu Chang: Image and Video Search Engine for the World Wide Web. Storage and Retrieval for Image and Video Databases (SPIE) 1997: 84-95

Chung-Tao Chu, Dimitris Anastassiou, Shih-Fu Chang: Hybrid Block-Based/Segment-Based Video Compression at very Low Bitrate. Data Compression Conference 1996: 431

Shih-Fu Chang, John R. Smith, Jianhao Meng: Efficient Techniques for Feature-Based Image/Video Access and Manipulation. Data Processing Clinic 1996: 0-

Marc Schneider, Shih-Fu Chang: A robust content based digital signature for image authentication. ICIP (3) 1996: 227-230

Paul Bocheck, Shih-Fu Chang: A content based video traffic model using camera operations. ICIP (2) 1996: 817-820

John R. Smith, Shih-Fu Chang: Local color and texture extraction and spatial query. ICIP (3) 1996: 1011-1014

Seungyup Paek, Shih-Fu Chang: Video Server Retrieval Scheduling for Variable Bit Rate Scalable Video. ICMCS 1996: 108-112

Jianhao Meng, Shih-Fu Chang: CVEPS - A Compressed Video Editing and Parsing System. ACM Multimedia 1996: 43-53

John R. Smith, Shih-Fu Chang: VisualSEEk: A Fully Automated Content-Based Image Query System. ACM Multimedia 1996: 87-98

Jianhao Meng, Shih-Fu Chang: Tools for Compressed-Domain Video Indexing and Editing. Storage and Retrieval for Image and Video Databases (SPIE) 1996: 180-191

Di Zhong, HongJiang Zhang, Shih-Fu Chang: Clustering Methods for Video Browsing and Annotation. Storage and Retrieval for Image and Video Databases (SPIE) 1996: 239-246

John R. Smith, Shih-Fu Chang: Tools and Techniques for Color Image Retrieval. Storage and Retrieval for Image and Video Databases (SPIE) 1996: 426-437

Shih-Fu Chang: Exploring Functionalities in the Compressed Image/Video Domain. ACM Comput. Surv. 27(4): 573-575 (1995)

Shih-Fu Chang, David G. Messerschmitt: Manipulation and Compositing of MC-DCT Compressed Video. IEEE Journal on Selected Areas in Communications 13(1): 1-11 (1995)

Shih-Fu Chang: Compressed-domain techniques for image/video indexing and manipulation. ICIP 1995: 314-317

John R. Smith, Shih-Fu Chang: Single color extraction and image query. ICIP (3) 1995: 528-531

Seungyup Paek, Paul Bocheck, Shih-Fu Chang: Scalable MPEG2 Video Servers with Heterogeneous QoS on Parallel Disk Arrays. NOSSDAV 1995: 342-353

John R. Smith, Shih-Fu Chang: Transform Features for Texture Classification and Discrimination in Large Image Databases. ICIP (3) 1994: 407-411

Shih-Fu Chang, Alexandros Eleftheriadis: Error Accumulation of Repetitive Image Coding. ISCAS 1994: 201-204

Jonathan M. Smith, Shih-Fu Chang: Quad-Tree Segmentation for Texture-Based Image Query. ACM Multimedia 1994: 279-286

Shih-Fu Chang, David G. Messerschmitt: Transform Coding of Arbitrarily-Shaped Image Segments. ACM Multimedia 1993: 83-90

Shih-Fu Chang, David G. Messerschmitt: Designing high-throughput VLC decoder. I. Concurrent VLSI architectures. IEEE Trans. Circuits Syst. Video Techn. 2(2): 187-196 (1992)

Shih-Fu Chang, David G. Messerschmitt: VLSI Designs for High-Speed Huffman Decoder. ICCD 1991: 500-503